Showing 1 - 10 of 11
This paper proposes a rating methodology that is based on a non-linear classification method, the support vector machine, and a non-parametric technique for mapping rating scores into probabilities of default. We give an introduction to underlying statistical models and represent the results of...
Persistent link: https://www.econbiz.de/10005207929
This research investigates how the legal sanctions prevailing under bankruptcy code impact on the design of debt … actively trades off between private renegotiation and costly bankruptcy procedure. Besides, the debtor’s investment policy … investment project (economic efficiency) and bankruptcy costs are avoided through private renegotiation (legal efficiency): this …
Persistent link: https://www.econbiz.de/10005022223
specific risks. There are many reasons to use nonlinear techniques for predicting bankruptcy from financial ratios. Here we … the Creditreform database. The results reveal that the most important eight predictors related to bankruptcy for these …
Persistent link: https://www.econbiz.de/10005677958
This research investigates how bankruptcy law influences the design of debt contracts and the investments choices. We … bankruptcy only. This way of resolving financial distress can be avoided yet, if a private agreement is achieved. First, – when … sanctions are high – we show costly bankruptcy may be preferred by honest firms over private negotiation: thus, costly …
Persistent link: https://www.econbiz.de/10005404528
Literature on ex-ante efficiency of bankruptcy procedures investigates how these procedures influence the behavior of … managers and creditors. We extend this literature by explaining how bankruptcy law can influence the design of debt contracts …
Persistent link: https://www.econbiz.de/10005590041
which bankruptcy courts have to combine both social efficiency (maintaining employment) and ex post financial efficiency … as a going concern or liquidation). Addressing this dilemma, we discuss the determinants of bankruptcy courts’ selection … employment by facilitating continuation and reducing the domino effects of bankruptcy. (2) the courts’ choice between rival …
Persistent link: https://www.econbiz.de/10005590042
In many economic applications it is desirable to make future predictions about the financial status of a company. The focus of predictions is mainly if a company will default or not. A support vector machine (SVM) is one learning method which uses historical data to establish a classification...
Persistent link: https://www.econbiz.de/10008568137
This study analyses credit default risk for firms in the Asian and Pacific region by applying two methodologies: a Support Vector Machine (SVM) and a logistic regression (Logit). Among different financial ratios suggested as predictors of default, leverage ratios and the company size display a...
Persistent link: https://www.econbiz.de/10009021755
Under the assumption that asset markets are incomplete, this paper introduces bankruptcy in an intertemporal … argues that intervention in the form of a level of bankruptcy exemption can enhance not only social welfare but also … distributive equity. The bankruptcy law is carefully specified in the model. The model generates distributional changes in …
Persistent link: https://www.econbiz.de/10005401865
general equilibrium model. Binding ceilings on loan rates reduce the probability of bankruptcy. Lower bankruptcy rates result … in lower bankruptcy and liquidation costs. The authors state conditions under which the resources freed by this cost …
Persistent link: https://www.econbiz.de/10005402001